Pandas Profiling Report

Dataset statistics

Number of variables	11
Number of observations	1000000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	91.6 MiB
Average record size in memory	96.0 B

Variable types

Numeric	9
Categorical	2

Alerts

`storm` has constant value ""	Constant
`storm phase` has constant value ""	Constant
`400kmDensity` is highly overall correlated with `SYM/H_INDEX_nT` and 4 other fields	High correlation
`SYM/H_INDEX_nT` is highly overall correlated with `400kmDensity`	High correlation
`1-M_AE_nT` is highly overall correlated with `SYM/H_INDEX_nT`	High correlation
`DAILY_SUNSPOT_NO_` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`DAILY_F10.7_` is highly overall correlated with `DAILY_SUNSPOT_NO_` and 3 other fields	High correlation
`SOLAR_LYMAN-ALPHA_W/m^2` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`mg_index (core to wing ratio (unitless))` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`irradiance (W/m^2/nm)` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`DAILY_SUNSPOT_NO_` has 195143 (19.5%) zeros	Zeros
`d_diff` has 17111 (1.7%) zeros	Zeros

Reproduction

Analysis started	2023-02-24 21:41:31.602478
Analysis finished	2023-02-24 21:42:19.252315
Duration	47.65 seconds
Software version	ydata-profiling vv4.0.0
Download configuration	config.json

400kmDensity
Real number (ℝ)

Distinct	928244
Distinct (%)	92.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7697734 × 10^-12

Minimum	7.457587 × 10^-20
Maximum	2.63181 × 10^-11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	7.457587 × 10^-20
5-th percentile	2.9380307 × 10^-13
Q1	6.76516 × 10^-13
median	1.252484 × 10^-12
Q3	2.359647 × 10^-12
95-th percentile	5.0406663 × 10^-12
Maximum	2.63181 × 10^-11
Range	2.63181 × 10^-11
Interquartile range (IQR)	1.683131 × 10^-12

Descriptive statistics

Standard deviation	1.553036 × 10^-12
Coefficient of variation (CV)	0.8775338
Kurtosis	0
Mean	1.7697734 × 10^-12
Median Absolute Deviation (MAD)	7.0422885 × 10^-13
Skewness	0
Sum	1.7697734 × 10^-6
Variance	2.4119209 × 10^-24
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.032226 × 10^-12	6	< 0.1%
1.136118 × 10^-12	6	< 0.1%
1.379522 × 10^-12	5	< 0.1%
1.145916 × 10^-12	5	< 0.1%
1.23369 × 10^-12	5	< 0.1%
1.035372 × 10^-12	5	< 0.1%
1.57206 × 10^-12	5	< 0.1%
1.106253 × 10^-12	5	< 0.1%
1.042851 × 10^-12	5	< 0.1%
1.952615 × 10^-12	5	< 0.1%
Other values (928234)	999948	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.457587 × 10^-20	1	< 0.1%
2.832052 × 10^-16	1	< 0.1%
1.174258 × 10^-15	1	< 0.1%
1.348471 × 10^-15	1	< 0.1%
1.517717 × 10^-15	1	< 0.1%
1.548175 × 10^-15	1	< 0.1%
1.576348 × 10^-15	1	< 0.1%
1.659292 × 10^-15	1	< 0.1%
1.709332 × 10^-15	1	< 0.1%
1.863495 × 10^-15	1	< 0.1%

Value	Count	Frequency (%)
2.63181 × 10^-11	1	< 0.1%
2.524422 × 10^-11	1	< 0.1%
2.523852 × 10^-11	1	< 0.1%
2.504972 × 10^-11	1	< 0.1%
2.488264 × 10^-11	1	< 0.1%
2.255126 × 10^-11	1	< 0.1%
2.217619 × 10^-11	1	< 0.1%
2.180779 × 10^-11	1	< 0.1%
2.163607 × 10^-11	1	< 0.1%
2.161917 × 10^-11	1	< 0.1%

SYM/H_INDEX_nT
Real number (ℝ)

Distinct	474
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-21.13251

Minimum	-431
Maximum	66
Zeros	8956
Zeros (%)	0.9%
Negative	935860
Negative (%)	93.6%
Memory size	15.3 MiB

Quantile statistics

Minimum	-431
5-th percentile	-55
Q1	-28
median	-17
Q3	-9
95-th percentile	1
Maximum	66
Range	497
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	21.477742
Coefficient of variation (CV)	-1.0163365
Kurtosis	40.588882
Mean	-21.13251
Median Absolute Deviation (MAD)	9
Skewness	-4.0797823
Sum	-21132510
Variance	461.2934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-15	32962	3.3%
-13	32331	3.2%
-14	32285	3.2%
-16	32217	3.2%
-17	31263	3.1%
-12	31239	3.1%
-18	31007	3.1%
-11	30623	3.1%
-10	30189	3.0%
-19	30149	3.0%
Other values (464)	685735	68.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-431	1	< 0.1%
-429	2	< 0.1%
-425	2	< 0.1%
-424	1	< 0.1%
-423	1	< 0.1%
-421	3	< 0.1%
-418	1	< 0.1%
-417	1	< 0.1%
-415	2	< 0.1%
-413	2	< 0.1%

Value	Count	Frequency (%)
66	1	< 0.1%
62	2	< 0.1%
61	1	< 0.1%
59	1	< 0.1%
57	3	< 0.1%
56	3	< 0.1%
55	3	< 0.1%
54	1	< 0.1%
53	2	< 0.1%
52	1	< 0.1%

1-M_AE_nT
Real number (ℝ)

Distinct	2093
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	233.89519

Minimum	1
Maximum	3568
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	1
5-th percentile	23
Q1	61
median	155
Q3	334
95-th percentile	697
Maximum	3568
Range	3567
Interquartile range (IQR)	273

Descriptive statistics

Standard deviation	232.48287
Coefficient of variation (CV)	0.99396174
Kurtosis	5.8157435
Mean	233.89519
Median Absolute Deviation (MAD)	110
Skewness	1.9150233
Sum	2.3389519 × 10⁸
Variance	54048.283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37	6033	0.6%
34	6004	0.6%
33	5990	0.6%
38	5966	0.6%
35	5943	0.6%
36	5882	0.6%
31	5872	0.6%
32	5795	0.6%
30	5742	0.6%
39	5715	0.6%
Other values (2083)	941058	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	13	< 0.1%
2	68	< 0.1%
3	189	< 0.1%
4	332	< 0.1%
5	467	< 0.1%
6	686	0.1%
7	901	0.1%
8	1130	0.1%
9	1473	0.1%
10	1714	0.2%

Value	Count	Frequency (%)
3568	1	< 0.1%
3534	1	< 0.1%
3513	1	< 0.1%
3505	1	< 0.1%
3481	1	< 0.1%
3441	1	< 0.1%
3437	1	< 0.1%
3413	1	< 0.1%
3360	1	< 0.1%
3358	1	< 0.1%

DAILY_SUNSPOT_NO_
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	193
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.218569

Minimum	0
Maximum	281
Zeros	195143
Zeros (%)	19.5%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	13
median	43
Q3	84
95-th percentile	157
Maximum	281
Range	281
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	52.861701
Coefficient of variation (CV)	0.95731747
Kurtosis	1.1059169
Mean	55.218569
Median Absolute Deviation (MAD)	32
Skewness	1.1460364
Sum	55218569
Variance	2794.3594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	195143	19.5%
13	24058	2.4%
12	19807	2.0%
15	19140	1.9%
18	15627	1.6%
16	14697	1.5%
61	13302	1.3%
11	12827	1.3%
58	12003	1.2%
33	11908	1.2%
Other values (183)	661488	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	195143	19.5%
6	388	< 0.1%
7	919	0.1%
9	2441	0.2%
10	4794	0.5%
11	12827	1.3%
12	19807	2.0%
13	24058	2.4%
14	9467	0.9%
15	19140	1.9%

Value	Count	Frequency (%)
281	817	0.1%
279	885	0.1%
267	883	0.1%
263	807	0.1%
250	80	< 0.1%
248	900	0.1%
247	690	0.1%
239	908	0.1%
234	296	< 0.1%
226	911	0.1%

DAILY_F10.7_
Real number (ℝ)

Distinct	702
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.91132

Minimum	65.1
Maximum	999.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	65.1
5-th percentile	67.9
Q1	74
median	90.2
Q3	118.5
95-th percentile	167.7
Maximum	999.9
Range	934.8
Interquartile range (IQR)	44.5

Descriptive statistics

Standard deviation	72.998492
Coefficient of variation (CV)	0.69581139
Kurtosis	117.93697
Mean	104.91132
Median Absolute Deviation (MAD)	19.3
Skewness	9.9208284
Sum	1.0491132 × 10⁸
Variance	5328.7798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68.8	8083	0.8%
67.4	7605	0.8%
68	7075	0.7%
69.1	6596	0.7%
76.1	6367	0.6%
70.8	6319	0.6%
69.3	6142	0.6%
70.5	5913	0.6%
69.6	5736	0.6%
68.7	5578	0.6%
Other values (692)	934586	93.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.1	914	0.1%
66.1	324	< 0.1%
66.2	3458	0.3%
66.3	1945	0.2%
66.4	1286	0.1%
66.5	840	0.1%
66.6	2228	0.2%
66.7	2669	0.3%
66.8	1513	0.2%
66.9	934	0.1%

Value	Count	Frequency (%)
999.9	5346	0.5%
267.6	80	< 0.1%
245.2	908	0.1%
232.3	817	0.1%
229.5	934	0.1%
225.1	923	0.1%
225	672	0.1%
223.5	353	< 0.1%
219.1	807	0.1%
215.7	885	0.1%

SOLAR_LYMAN-ALPHA_W/m^2
Real number (ℝ)

Distinct	1014
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0069685044

Minimum	0.005898
Maximum	0.00972
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.005898
5-th percentile	0.005996
Q1	0.0063
median	0.006801
Q3	0.007503
95-th percentile	0.008541
Maximum	0.00972
Range	0.003822
Interquartile range (IQR)	0.001203

Descriptive statistics

Standard deviation	0.00080734281
Coefficient of variation (CV)	0.11585597
Kurtosis	-0.097049713
Mean	0.0069685044
Median Absolute Deviation (MAD)	0.000559
Skewness	0.77232588
Sum	6968.5044
Variance	6.5180242 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.006659	4526	0.5%
0.006284	3644	0.4%
0.006479	3617	0.4%
0.005991	3453	0.3%
0.005961	3422	0.3%
0.006016	3160	0.3%
0.00598	3143	0.3%
0.007846	2937	0.3%
0.006008	2862	0.3%
0.006024	2765	0.3%
Other values (1004)	966471	96.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005898	922	0.1%
0.005908	913	0.1%
0.005912	874	0.1%
0.005918	888	0.1%
0.00594	894	0.1%
0.005941	922	0.1%
0.005942	911	0.1%
0.005946	1785	0.2%
0.005948	925	0.1%
0.00595	940	0.1%

Value	Count	Frequency (%)
0.00972	672	0.1%
0.009581	923	0.1%
0.009577	817	0.1%
0.009483	807	0.1%
0.009459	885	0.1%
0.009429	353	< 0.1%
0.009374	883	0.1%
0.009366	910	0.1%
0.009351	934	0.1%
0.009242	878	0.1%

mg_index (core to wing ratio (unitless))
Real number (ℝ)

Distinct	1077
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.26915858

Minimum	0.26299
Maximum	0.28426999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.26299
5-th percentile	0.26372999
Q1	0.26506999
median	0.26807001
Q3	0.27241999
95-th percentile	0.27816001
Maximum	0.28426999
Range	0.02127999
Interquartile range (IQR)	0.00735

Descriptive statistics

Standard deviation	0.0046589376
Coefficient of variation (CV)	0.017309266
Kurtosis	-0.28169319
Mean	0.26915858
Median Absolute Deviation (MAD)	0.00342002
Skewness	0.74750019
Sum	269158.58
Variance	2.1705699 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.26807001	4442	0.4%
0.26567999	4371	0.4%
0.26418999	4209	0.4%
0.26565999	3679	0.4%
0.26365	3678	0.4%
0.26434001	3624	0.4%
0.26464	3124	0.3%
0.26363999	3041	0.3%
0.27026001	2954	0.3%
0.26396	2890	0.3%
Other values (1067)	963988	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.26299	324	< 0.1%
0.26312	932	0.1%
0.26313001	924	0.1%
0.26315001	1836	0.2%
0.26317999	533	0.1%
0.26319	38	< 0.1%
0.26320001	906	0.1%
0.26321	1067	0.1%
0.26322001	901	0.1%
0.26323	1836	0.2%

Value	Count	Frequency (%)
0.28426999	672	0.1%
0.2841	817	0.1%
0.28373	353	< 0.1%
0.28360999	910	0.1%
0.28347999	807	0.1%
0.2834	885	0.1%
0.28323999	923	0.1%
0.28264999	883	0.1%
0.28233999	878	0.1%
0.28209001	934	0.1%

irradiance (W/m^2/nm)
Real number (ℝ)

Distinct	1371
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0056144003

Minimum	0.0048855622
Maximum	0.0073493496
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.0048855622
5-th percentile	0.0049325922
Q1	0.0051508932
median	0.0055226702
Q3	0.0060089058
95-th percentile	0.0067048087
Maximum	0.0073493496
Range	0.0024637873
Interquartile range (IQR)	0.00085801259

Descriptive statistics

Standard deviation	0.00056117565
Coefficient of variation (CV)	0.099952912
Kurtosis	-0.35857924
Mean	0.0056144003
Median Absolute Deviation (MAD)	0.00040193135
Skewness	0.69863994
Sum	5614.4003
Variance	3.1491812 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00498051988	1853	0.2%
0.004955403507	1834	0.2%
0.004922427703	1827	0.2%
0.004939651117	1449	0.1%
0.004946734291	1439	0.1%
0.005749352276	964	0.1%
0.006068442017	960	0.1%
0.005742751062	958	0.1%
0.006868954282	956	0.1%
0.005069345236	956	0.1%
Other values (1361)	986804	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00488556223	869	0.1%
0.004886395764	528	0.1%
0.004887722898	40	< 0.1%
0.004894145299	891	0.1%
0.00489506498	891	0.1%
0.004898893181	909	0.1%
0.004901738372	439	< 0.1%
0.004901985172	925	0.1%
0.004902268294	916	0.1%
0.004902670626	428	< 0.1%

Value	Count	Frequency (%)
0.007349349558	235	< 0.1%
0.007334709167	899	0.1%
0.007266042288	905	0.1%
0.007257604506	350	< 0.1%
0.007208690513	851	0.1%
0.007195423823	855	0.1%
0.007172006648	97	< 0.1%
0.007170669734	828	0.1%
0.00715208007	944	0.1%
0.00715182675	901	0.1%

storm
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

1	1000000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	1000000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1000000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1000000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1000000	100.0%

storm phase
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

2	1000000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	1000000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	1000000	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	1000000	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1000000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1000000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	1000000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1000000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	1000000	100.0%

d_diff
Real number (ℝ)

Distinct	811983
Distinct (%)	81.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.0184074 × 10^-16

Minimum	-1.1317823 × 10^-11
Maximum	9.455553 × 10^-12
Zeros	17111
Zeros (%)	1.7%
Negative	479395
Negative (%)	47.9%
Memory size	15.3 MiB

Quantile statistics

Minimum	-1.1317823 × 10^-11
5-th percentile	-2.027293 × 10^-13
Q1	-4.3686775 × 10^-14
median	4.979 × 10^-16
Q3	4.6091 × 10^-14
95-th percentile	1.9506311 × 10^-13
Maximum	9.455553 × 10^-12
Range	2.0773376 × 10^-11
Interquartile range (IQR)	8.9777775 × 10^-14

Descriptive statistics

Standard deviation	2.0878355 × 10^-13
Coefficient of variation (CV)	-1034.3975
Kurtosis	0
Mean	-2.0184074 × 10^-16
Median Absolute Deviation (MAD)	4.49199 × 10^-14
Skewness	0
Sum	-2.0184074 × 10^-10
Variance	4.3590569 × 10^-26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17111	1.7%
3.1812 × 10^-14	11	< 0.1%
-1.2888 × 10^-14	10	< 0.1%
1.1679 × 10^-14	10	< 0.1%
-2.847 × 10^-15	9	< 0.1%
-2.896 × 10^-15	9	< 0.1%
-1.91 × 10^-16	9	< 0.1%
-1.5376 × 10^-14	9	< 0.1%
2.4182 × 10^-14	9	< 0.1%
3.3986 × 10^-14	9	< 0.1%
Other values (811973)	982804	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.1317823 × 10^-11	1	< 0.1%
-9.03666 × 10^-12	1	< 0.1%
-8.2904156 × 10^-12	1	< 0.1%
-8.118368 × 10^-12	1	< 0.1%
-7.847266 × 10^-12	1	< 0.1%
-7.8236402 × 10^-12	1	< 0.1%
-7.45256303 × 10^-12	1	< 0.1%
-7.065111 × 10^-12	1	< 0.1%
-7.0565975 × 10^-12	1	< 0.1%
-6.741441 × 10^-12	1	< 0.1%

Value	Count	Frequency (%)
9.455553 × 10^-12	1	< 0.1%
9.3426776 × 10^-12	1	< 0.1%
8.8378835 × 10^-12	1	< 0.1%
8.5252 × 10^-12	1	< 0.1%
7.0319074 × 10^-12	1	< 0.1%
6.994028 × 10^-12	1	< 0.1%
6.9862178 × 10^-12	1	< 0.1%
6.7032 × 10^-12	1	< 0.1%
6.694723 × 10^-12	1	< 0.1%
6.6253107 × 10^-12	1	< 0.1%

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	d_diff
400kmDensity	1.000	-0.323	0.331	0.759	0.808	0.839	0.820	0.847	0.052
SYM/H_INDEX_nT	-0.323	1.000	-0.520	-0.209	-0.212	-0.214	-0.217	-0.208	-0.007
1-M_AE_nT	0.331	-0.520	1.000	0.250	0.257	0.266	0.241	0.270	0.007
DAILY_SUNSPOT_NO_	0.759	-0.209	0.250	1.000	0.931	0.906	0.911	0.890	0.009
DAILY_F10.7_	0.808	-0.212	0.257	0.931	1.000	0.944	0.938	0.937	0.009
SOLAR_LYMAN-ALPHA_W/m^2	0.839	-0.214	0.266	0.906	0.944	1.000	0.965	0.991	0.009
mg_index (core to wing ratio (unitless))	0.820	-0.217	0.241	0.911	0.938	0.965	1.000	0.955	0.008
irradiance (W/m^2/nm)	0.847	-0.208	0.270	0.890	0.937	0.991	0.955	1.000	0.009
d_diff	0.052	-0.007	0.007	0.009	0.009	0.009	0.008	0.009	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.353	0.253	0.702	0.312	0.790	0.772	0.802	NaN	NaN	0.065
SYM/H_INDEX_nT	-0.353	1.000	-0.507	-0.177	-0.052	-0.183	-0.184	-0.179	NaN	NaN	0.001
1-M_AE_nT	0.253	-0.507	1.000	0.186	0.069	0.204	0.181	0.211	NaN	NaN	0.000
DAILY_SUNSPOT_NO_	0.702	-0.177	0.186	1.000	0.371	0.897	0.903	0.875	NaN	NaN	-0.000
DAILY_F10.7_	0.312	-0.052	0.069	0.371	1.000	0.393	0.381	0.387	NaN	NaN	-0.000
SOLAR_LYMAN-ALPHA_W/m^2	0.790	-0.183	0.204	0.897	0.393	1.000	0.967	0.987	NaN	NaN	-0.001
mg_index (core to wing ratio (unitless))	0.772	-0.184	0.181	0.903	0.381	0.967	1.000	0.954	NaN	NaN	-0.001
irradiance (W/m^2/nm)	0.802	-0.179	0.211	0.875	0.387	0.987	0.954	1.000	NaN	NaN	-0.001
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
storm phase	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
d_diff	0.065	0.001	0.000	-0.000	-0.000	-0.001	-0.001	-0.001	NaN	NaN	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.323	0.331	0.759	0.808	0.839	0.820	0.847	NaN	NaN	0.052
SYM/H_INDEX_nT	-0.323	1.000	-0.520	-0.209	-0.212	-0.214	-0.217	-0.208	NaN	NaN	-0.007
1-M_AE_nT	0.331	-0.520	1.000	0.250	0.257	0.266	0.241	0.270	NaN	NaN	0.007
DAILY_SUNSPOT_NO_	0.759	-0.209	0.250	1.000	0.931	0.906	0.911	0.890	NaN	NaN	0.009
DAILY_F10.7_	0.808	-0.212	0.257	0.931	1.000	0.944	0.938	0.937	NaN	NaN	0.009
SOLAR_LYMAN-ALPHA_W/m^2	0.839	-0.214	0.266	0.906	0.944	1.000	0.965	0.991	NaN	NaN	0.009
mg_index (core to wing ratio (unitless))	0.820	-0.217	0.241	0.911	0.938	0.965	1.000	0.955	NaN	NaN	0.008
irradiance (W/m^2/nm)	0.847	-0.208	0.270	0.890	0.937	0.991	0.955	1.000	NaN	NaN	0.009
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
storm phase	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
d_diff	0.052	-0.007	0.007	0.009	0.009	0.009	0.008	0.009	NaN	NaN	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.222	0.224	0.563	0.604	0.637	0.614	0.648	NaN	NaN	0.037
SYM/H_INDEX_nT	-0.222	1.000	-0.367	-0.145	-0.145	-0.145	-0.147	-0.141	NaN	NaN	-0.005
1-M_AE_nT	0.224	-0.367	1.000	0.170	0.173	0.178	0.161	0.180	NaN	NaN	0.005
DAILY_SUNSPOT_NO_	0.563	-0.145	0.170	1.000	0.788	0.737	0.744	0.715	NaN	NaN	0.006
DAILY_F10.7_	0.604	-0.145	0.173	0.788	1.000	0.797	0.784	0.784	NaN	NaN	0.006
SOLAR_LYMAN-ALPHA_W/m^2	0.637	-0.145	0.178	0.737	0.797	1.000	0.835	0.923	NaN	NaN	0.006
mg_index (core to wing ratio (unitless))	0.614	-0.147	0.161	0.744	0.784	0.835	1.000	0.808	NaN	NaN	0.005
irradiance (W/m^2/nm)	0.648	-0.141	0.180	0.715	0.784	0.923	0.808	1.000	NaN	NaN	0.006
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	NaN	NaN
storm phase	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	NaN
d_diff	0.037	-0.005	0.005	0.006	0.006	0.006	0.005	0.006	NaN	NaN	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	d_diff
400kmDensity	1.000	0.617	0.195	0.592	0.479	0.657	0.644	0.666	0.230
SYM/H_INDEX_nT	0.617	1.000	0.486	0.315	0.423	0.279	0.283	0.289	0.135
1-M_AE_nT	0.195	0.486	1.000	0.232	0.050	0.240	0.224	0.235	0.087
DAILY_SUNSPOT_NO_	0.592	0.315	0.232	1.000	0.642	0.891	0.891	0.867	0.104
DAILY_F10.7_	0.479	0.423	0.050	0.642	1.000	0.648	0.632	0.611	0.058
SOLAR_LYMAN-ALPHA_W/m^2	0.657	0.279	0.240	0.891	0.648	1.000	0.963	0.975	0.151
mg_index (core to wing ratio (unitless))	0.644	0.283	0.224	0.891	0.632	0.963	1.000	0.937	0.128
irradiance (W/m^2/nm)	0.666	0.289	0.235	0.867	0.611	0.975	0.937	1.000	0.140
d_diff	0.230	0.135	0.087	0.104	0.058	0.151	0.128	0.140	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
4166648	1.379810e-12	-25.0	304.0	29.0	90.4	0.006476	0.266130	0.005287	1	2	-7.327200e-14
1580173	5.446754e-12	-12.0	493.0	16.0	109.4	0.007426	0.270750	0.006273	1	2	2.235850e-13
868945	1.905996e-12	-12.0	374.0	0.0	90.8	0.007143	0.268630	0.005862	1	2	-5.992100e-14
4380239	2.101438e-12	-24.0	113.0	26.0	87.0	0.006884	0.268010	0.005580	1	2	-9.966000e-14
3931192	3.935210e-13	4.0	35.0	0.0	69.3	0.006023	0.263960	0.004955	1	2	2.666200e-14
477429	3.494416e-12	-42.0	598.0	61.0	119.4	0.007844	0.272190	0.006084	1	2	-2.764100e-14
465909	2.780939e-12	-2.0	23.0	66.0	105.4	0.007813	0.271190	0.006188	1	2	9.328600e-14
1473997	1.854221e-12	-11.0	392.0	154.0	148.7	0.008055	0.273410	0.006299	1	2	6.382400e-14
3614745	2.842152e-12	-31.0	335.0	57.0	93.4	0.006940	0.269050	0.005842	1	2	1.463760e-13
1109003	1.718480e-12	-35.0	271.0	83.0	119.2	0.007087	0.272826	0.005679	1	2	2.151000e-15

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
3013153	2.665953e-12	-37.0	608.0	56.0	112.9	0.006936	0.269640	0.005529	1	2	8.310000e-16
2169683	1.719291e-12	-24.0	85.0	143.0	151.6	0.007820	0.277320	0.006188	1	2	7.015600e-14
994985	1.038993e-12	-68.0	371.0	68.0	94.4	0.007114	0.270300	0.005596	1	2	1.744400e-14
766333	2.896571e-12	-26.0	526.0	63.0	105.5	0.007273	0.270980	0.005797	1	2	-4.529000e-15
2115182	2.579274e-12	-11.0	102.0	94.0	121.4	0.007533	0.274126	0.006080	1	2	2.953350e-13
3997178	3.204385e-12	-52.0	115.0	58.0	111.1	0.007223	0.269420	0.005815	1	2	1.134720e-13
583621	1.730977e-12	-13.0	253.0	60.0	98.1	0.006973	0.268960	0.005689	1	2	1.477350e-13
2158209	6.986240e-13	-20.0	227.0	14.0	74.4	0.006338	0.264820	0.005156	1	2	5.440910e-14
3032094	4.865544e-13	-1.0	454.0	24.0	74.0	0.006392	0.265580	0.005240	1	2	-7.441650e-14
3523778	5.486785e-13	-21.0	332.0	0.0	67.1	0.006062	0.264684	0.004969	1	2	7.078760e-14

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample